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The Future of AI Is Absolutely Incredible (Spencer Huang)

Two Minute Papers

❤️ Check out Lambda here and sign up for their GPU Cloud: https://lambda.ai/papers Chapters: 00:00 Intro 02:40 Why Robots Are Hard 08:16 The Perfect Data Diet 16:05 Intelligence Density 20:13 Building AI Worlds 22:10 Learning From Failure 25:41 The Reality Gap 29:35 Robots Get Injured Too 31:28 100 Years in Seconds 35:35 The Popcorn Robot 37:35 Easy for Humans, Hard for AI 39:57 Will AI Ever Be Good Enough? 43:53 Favorite Papers 44:53 The hardest question 🙏 We would like to thank our generous Patreon supporters who make Two Minute Papers possible: Adam Bridges, B Shang, Carlos Galarza, Christ

Is Software Over?

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OpenAI's Astra Just Opened The Black Box Of AI

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OpenAI Claims It Just Did The Impossible

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DeepSeek's New AI Is An Absolute Monster

❤️ Check out Lambda here and sign up for their GPU Cloud: https://lambda.ai/papers 📝 DeepSeek v4.1 Flash 1017 is available here: https://api-docs.deepseek.com/news/news261017/ Sources: https://x.com/

Gemini 4 Argon Is Not What I Expected

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OpenAI’s New AI Is Doing Things We Barely Understand

❤️ Check out Lambda here and sign up for their GPU Cloud: https://lambda.ai/papers 📝 The papers are available here: https://openai.com/index/sharing-ai-progress-in-mathematics/ https://github.com/ope

DeepSeek Solved AI’s Memory Problem

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DeepMind's New AI Just Cracked The Code Of Life

❤️ Check out Lambda here and sign up for their GPU Cloud: https://lambda.ai/papers Thank you Google DeepMind for the invite. 📝 AlphaGenome Atlas is available here: https://deepmind.google/blog/alphag

The Billion Dollar AI Advantage Is Disappearing

❤️ Check out Lambda here and sign up for their GPU Cloud: https://lambda.ai/papers 📝 Sonnet 5.5: https://www.anthropic.com/claude-sonnet-5-5 🙏 We would like to thank our generous Patreon supporters

Claude Opus 5.5 AI: An Incredible Leap Forward

❤️ Check out Lambda here and sign up for their GPU Cloud: https://lambda.ai/papers Note: in the walking creatures experiment, Astra used a simplified model and was unable to implement the correct one.

Yes, Jev Is Insane, But There's A Catch

❤️ Check out Lambda here and sign up for their GPU Cloud: https://lambda.ai/papers 📝 Jev: https://typesafe.ai/blog/introducing-system-one-models-and-jev Full song: https://www.youtube.com/watch?v=4Rt